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A new method for dealing simultaneously with spatial autocorrelation and spatial heterogeneity in regression models

Citations

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Cited by:

  1. Andrea Furková & Michaela Chocholatá, 2021. "Spatial econometric approach to the EU regional employment process," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(3), pages 1037-1056, September.
  2. Zhang, Fan & Deng, Xiangzheng & Phillips, Fred & Fang, Chuanglin & Wang, Chao, 2020. "Impacts of industrial structure and technical progress on carbon emission intensity: Evidence from 281 cities in China," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
  3. Andrea Furková, 2025. "Territorial Patterns of European Innovation in the Context of Different Innovation Output Proxies: A Spatial MGWR-SAR Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 11243-11292, September.
  4. Mateusz Tomal & Marco Helbich, 2023. "A spatial autoregressive geographically weighted quantile regression to explore housing rent determinants in Amsterdam and Warsaw," Environment and Planning B, , vol. 50(3), pages 579-599, March.
  5. Yu, Haijing & Devece, Caarlos & Martinez, José Manuel Guaita & Xu, Bing, 2021. "An analysis of the paradox in R&D. Insight from a new spatial heterogeneity model," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
  6. Oshan, Taylor M. & Kang, Wei, 2024. "Scale and Correlation in Multiscale Geographically Weighted Regression (MGWR)," OSF Preprints cujby, Center for Open Science.
  7. Alessio Baldassarre & Danilo Carullo & Paolo Di Caro & Elisa Fusco & Pasquale Giacobbe & Carlo Orecchia, 2023. "Bilateral Regional Trade Flows in Italy: an Origin-Destination-Commodity GWR-SAR approach," Working Papers wp2023-18, Ministry of Economy and Finance, Department of Finance.
  8. Wen, Lanjiao & Chatalova, Lioudmila & Gao, Xin & Zhang, Anlu, 2021. "Reduction of carbon emissions through resource-saving and environment-friendly regional economic integration: Evidence from Wuhan metropolitan area, China," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
  9. Debarsy, Nicolas & Yang, Zhenlin, 2018. "Editorial for the special issue entitled: New advances in spatial econometrics: Interactions matter," Regional Science and Urban Economics, Elsevier, vol. 72(C), pages 1-5.
  10. Li, Deng-Kui & Mei, Chang-Lin & Wang, Ning, 2019. "Tests for spatial dependence and heterogeneity in spatially autoregressive varying coefficient models with application to Boston house price analysis," Regional Science and Urban Economics, Elsevier, vol. 79(C).
  11. Xianpu Xu & Bijiao Yi, 2022. "New Insights into the Impact of Local Corruption on China’s Regional Carbon Emissions Performance Based on the Spatial Spillover Effects," Sustainability, MDPI, vol. 14(22), pages 1-26, November.
  12. Liao, Maolin & Zhang, Ze & Jia, Jin & Xiong, Jiao & Han, Mengyao, 2022. "Mapping China's photovoltaic power geographies: Spatial-temporal evolution, provincial competition and low-carbon transition," Renewable Energy, Elsevier, vol. 191(C), pages 251-260.
  13. repec:hal:journl:hal-04549691 is not listed on IDEAS
  14. Haiyan Lu & Yanqiang Wei & Suchang Yang & Yunwei Liu, 2020. "Regional spatial patterns and influencing factors of environmental auditing for sustainable development: summaries and illuminations from international experiences," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 3577-3597, April.
  15. Andrea Furková, 2021. "Simultaneous consideration of spatial heterogeneity and spatial autocorrelation in European innovation: a spatial econometric approach based on the MGWR-SAR estimation," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 41(2), pages 157-184, October.
  16. Wei Kang & Taylor M. Oshan, 2025. "Scale and correlation in multiscale geographically weighted regression (MGWR)," Journal of Geographical Systems, Springer, vol. 27(3), pages 399-424, July.
  17. Hajime Seya & Kay W. Axhausen & Makoto Chikaraishi, 2020. "Spatial unconditional quantile regression: application to Japanese parking price data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(2), pages 351-402, October.
  18. Guiwen Liu & Jiayue Zhao & Hongjuan Wu & Taozhi Zhuang, 2022. "Spatial Pattern of the Determinants for the Private Housing Rental Prices in Highly Dense Populated Chinese Cities—Case of Chongqing," Land, MDPI, vol. 11(12), pages 1-22, December.
  19. Yanguang Chen, 2024. "Derivation of correlation dimension from spatial autocorrelation functions," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-22, May.
  20. Hong Xu & Jin Zhao & Xincan Yu & Xiaoxia Mei & Xinle Zhang & Chuanjie Yan, 2023. "A Model Assembly Approach of Planning Urban–Rural Transportation Network: A Case Study of Jiangxia District, Wuhan, China," Sustainability, MDPI, vol. 15(15), pages 1-23, August.
  21. Fernando López & Konstatin Kholodilin, 2023. "Putting MARS into space. Non‐linearities and spatial effects in hedonic models," Papers in Regional Science, Wiley Blackwell, vol. 102(4), pages 871-896, August.
  22. Xu, Bin & Lin, Boqiang, 2019. "Can expanding natural gas consumption reduce China's CO2 emissions?," Energy Economics, Elsevier, vol. 81(C), pages 393-407.
  23. Mirko S. Bozanic‐Leal & Marcel Goic & Charles Thraves, 2025. "Affinities and Complementarities of Methods and Information Sets in the Estimation of Prices in Real Estate Markets," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 44(2), pages 356-375, March.
  24. Jorge Urrutia‐Mosquera & Yasna Cortés & Luz Flórez‐Calderón & Marcelo Lufín, 2025. "Sustainable urban development and mobility. The role of spatial heterogeneity in sustainable trip patterns," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 2171-2188, April.
  25. Miryam S. Merk & Philipp Otto, 2022. "Estimation of the spatial weighting matrix for regular lattice data—An adaptive lasso approach with cross‐sectional resampling," Environmetrics, John Wiley & Sons, Ltd., vol. 33(1), February.
  26. Jie Su & Bo Zhou & Yuanpei Liao & Chaoshen Wang & Tian Feng, 2022. "Impact Mechanism of the Urban Network on Carbon Emissions in Rapidly Developing Regions: Example of 47 Cities in Southwest China," Land, MDPI, vol. 11(4), pages 1-19, March.
  27. Marco Baudino & Jackie Krafft & Francesco Quatraro, 2024. "Exploring the direct rebound effects for residential electricity demand in urban environments: evidence from Nice," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 72(3), pages 757-795, March.
  28. Zhangqi Zhong & Xu Zhang & Weina Gao, 2020. "Spatiotemporal Evolution of Global Greenhouse Gas Emissions Transferring via Trade: Influencing Factors and Policy Implications," IJERPH, MDPI, vol. 17(14), pages 1-24, July.
  29. Andrea Furková, 2022. "Implementation of MGWR-SAR models for investigating a local particularity of European regional innovation processes," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(2), pages 733-755, June.
  30. repec:osf:osfxxx:cujby_v1 is not listed on IDEAS
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